Overview
Brought to you by YData
Dataset statistics
| Number of variables | 20 |
|---|---|
| Number of observations | 17784 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 2.7 MiB |
| Average record size in memory | 160.0 B |
Variable types
| DateTime | 3 |
|---|---|
| Text | 5 |
| Categorical | 7 |
| Numeric | 5 |
system has constant value "http://snomed.info/sct" | Constant |
age_category is highly overall correlated with age_of_patient and 1 other fields | High correlation |
age_of_patient is highly overall correlated with age_category and 1 other fields | High correlation |
income is highly overall correlated with income_category | High correlation |
income_category is highly overall correlated with income | High correlation |
marital is highly overall correlated with age_category and 1 other fields | High correlation |
length_of_procedure_in_hours is highly skewed (γ1 = 50.36332377) | Skewed |
Reproduction
| Analysis started | 2024-12-02 13:26:01.697171 |
|---|---|
| Analysis finished | 2024-12-02 13:26:12.407422 |
| Duration | 10.71 seconds |
| Software version | ydata-profiling vv4.12.0 |
| Download configuration | config.json |
Variables
start_time
Date
| Distinct | 15176 |
|---|---|
| Distinct (%) | 85.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 139.1 KiB |
| Minimum | 1962-09-02 13:37:48 |
|---|---|
| Maximum | 2024-11-04 08:21:17 |
stop_time
Date
| Distinct | 16254 |
|---|---|
| Distinct (%) | 91.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 139.1 KiB |
| Minimum | 1962-09-02 13:52:48 |
|---|---|
| Maximum | 2024-11-04 08:40:55 |
patient_id
Text
| Distinct | 106 |
|---|---|
| Distinct (%) | 0.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 139.1 KiB |
Length
| Max length | 36 |
|---|---|
| Median length | 36 |
| Mean length | 36 |
| Min length | 36 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 30a6452c-4297-a1ac-977a-6a23237c7b46 |
|---|---|
| 2nd row | 30a6452c-4297-a1ac-977a-6a23237c7b46 |
| 3rd row | 30a6452c-4297-a1ac-977a-6a23237c7b46 |
| 4th row | 30a6452c-4297-a1ac-977a-6a23237c7b46 |
| 5th row | 30a6452c-4297-a1ac-977a-6a23237c7b46 |
| Value | Count | Frequency (%) |
| d27273f0-f62d-7d7f-746d-4565f35cf176 | 1195 | 6.7% |
| d1622e8b-d26b-ec81-ffcb-ec4bf2af385b | 1143 | 6.4% |
| bad5a231-3709-952a-cf44-f8d6a52cc214 | 1105 | 6.2% |
| 4f159375-4ee4-36ab-b464-6d38f6ff2dae | 946 | 5.3% |
| f3884e8a-8b36-1e93-66dd-e910dfab2ef5 | 871 | 4.9% |
| 655baba7-47ed-22ac-2093-1196ebb44928 | 794 | 4.5% |
| cb1b46a1-9cb5-1187-ccc5-9fb7b98aa957 | 499 | 2.8% |
| 14dc5e57-1b84-3305-c042-86c9fc7e4996 | 487 | 2.7% |
| 6c602779-9775-f512-2724-fa4e0d0788f5 | 321 | 1.8% |
| bd2a8021-2868-6dd2-c17f-bfd7c36fe247 | 313 | 1.8% |
| Other values (96) | 10110 |
Most occurring characters
| Value | Count | Frequency (%) |
| - | 71136 | 11.1% |
| f | 41315 | 6.5% |
| 2 | 40559 | 6.3% |
| 6 | 39774 | 6.2% |
| 4 | 38074 | 5.9% |
| b | 37100 | 5.8% |
| d | 36525 | 5.7% |
| 7 | 36162 | 5.6% |
| 5 | 35681 | 5.6% |
| e | 35624 | 5.6% |
| Other values (7) | 228274 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 640224 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| - | 71136 | 11.1% |
| f | 41315 | 6.5% |
| 2 | 40559 | 6.3% |
| 6 | 39774 | 6.2% |
| 4 | 38074 | 5.9% |
| b | 37100 | 5.8% |
| d | 36525 | 5.7% |
| 7 | 36162 | 5.6% |
| 5 | 35681 | 5.6% |
| e | 35624 | 5.6% |
| Other values (7) | 228274 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 640224 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| - | 71136 | 11.1% |
| f | 41315 | 6.5% |
| 2 | 40559 | 6.3% |
| 6 | 39774 | 6.2% |
| 4 | 38074 | 5.9% |
| b | 37100 | 5.8% |
| d | 36525 | 5.7% |
| 7 | 36162 | 5.6% |
| 5 | 35681 | 5.6% |
| e | 35624 | 5.6% |
| Other values (7) | 228274 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 640224 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| - | 71136 | 11.1% |
| f | 41315 | 6.5% |
| 2 | 40559 | 6.3% |
| 6 | 39774 | 6.2% |
| 4 | 38074 | 5.9% |
| b | 37100 | 5.8% |
| d | 36525 | 5.7% |
| 7 | 36162 | 5.6% |
| 5 | 35681 | 5.6% |
| e | 35624 | 5.6% |
| Other values (7) | 228274 |
encounter_id
Text
| Distinct | 5269 |
|---|---|
| Distinct (%) | 29.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 139.1 KiB |
Length
| Max length | 36 |
|---|---|
| Median length | 36 |
| Mean length | 36 |
| Min length | 36 |
Unique
| Unique | 2777 ? |
|---|---|
| Unique (%) | 15.6% |
Sample
| 1st row | 953c5138-ce17-4084-3432-1ac23f184528 |
|---|---|
| 2nd row | 953c5138-ce17-4084-3432-1ac23f184528 |
| 3rd row | 0b03e41b-06a6-66fa-b972-acc5a83b134a |
| 4th row | 0b03e41b-06a6-66fa-b972-acc5a83b134a |
| 5th row | 0b03e41b-06a6-66fa-b972-acc5a83b134a |
| Value | Count | Frequency (%) |
| 24fb9c92-a5ec-0f61-2daf-26506577c979 | 66 | 0.4% |
| 9055f8ba-4010-33b5-b0b6-9503d9e2f43e | 58 | 0.3% |
| d0a1f365-ea64-cd77-8658-d8ccc2a23c83 | 35 | 0.2% |
| d6a83835-7bbf-5aed-ceb1-1039fa5417e3 | 29 | 0.2% |
| b971075e-a389-6e13-e80e-d71b03b83ff9 | 26 | 0.1% |
| cf1dbb25-a1e9-b1b8-15c4-23433128fcac | 26 | 0.1% |
| 631bd5a6-5e05-7bd9-8dd7-d754c5606369 | 26 | 0.1% |
| 40fb278c-4821-0c7b-08cc-9f79a2c4e0c4 | 26 | 0.1% |
| be80101e-9429-be41-eb41-255339860518 | 23 | 0.1% |
| 569cfc5d-cfcd-80d8-8dea-ae1c476f4d64 | 22 | 0.1% |
| Other values (5259) | 17447 |
Most occurring characters
| Value | Count | Frequency (%) |
| - | 71136 | 11.1% |
| 6 | 36088 | 5.6% |
| 0 | 36085 | 5.6% |
| 2 | 35852 | 5.6% |
| b | 35841 | 5.6% |
| a | 35773 | 5.6% |
| 1 | 35699 | 5.6% |
| 7 | 35658 | 5.6% |
| c | 35647 | 5.6% |
| f | 35592 | 5.6% |
| Other values (7) | 246853 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 640224 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| - | 71136 | 11.1% |
| 6 | 36088 | 5.6% |
| 0 | 36085 | 5.6% |
| 2 | 35852 | 5.6% |
| b | 35841 | 5.6% |
| a | 35773 | 5.6% |
| 1 | 35699 | 5.6% |
| 7 | 35658 | 5.6% |
| c | 35647 | 5.6% |
| f | 35592 | 5.6% |
| Other values (7) | 246853 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 640224 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| - | 71136 | 11.1% |
| 6 | 36088 | 5.6% |
| 0 | 36085 | 5.6% |
| 2 | 35852 | 5.6% |
| b | 35841 | 5.6% |
| a | 35773 | 5.6% |
| 1 | 35699 | 5.6% |
| 7 | 35658 | 5.6% |
| c | 35647 | 5.6% |
| f | 35592 | 5.6% |
| Other values (7) | 246853 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 640224 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| - | 71136 | 11.1% |
| 6 | 36088 | 5.6% |
| 0 | 36085 | 5.6% |
| 2 | 35852 | 5.6% |
| b | 35841 | 5.6% |
| a | 35773 | 5.6% |
| 1 | 35699 | 5.6% |
| 7 | 35658 | 5.6% |
| c | 35647 | 5.6% |
| f | 35592 | 5.6% |
| Other values (7) | 246853 |
system
Categorical
Constant 
| Distinct | 1 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 139.1 KiB |
| http://snomed.info/sct |
|---|
Length
| Max length | 22 |
|---|---|
| Median length | 22 |
| Mean length | 22 |
| Min length | 22 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | http://snomed.info/sct |
|---|---|
| 2nd row | http://snomed.info/sct |
| 3rd row | http://snomed.info/sct |
| 4th row | http://snomed.info/sct |
| 5th row | http://snomed.info/sct |
Common Values
| Value | Count | Frequency (%) |
| http://snomed.info/sct | 17784 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| http://snomed.info/sct | 17784 |
Most occurring characters
| Value | Count | Frequency (%) |
| t | 53352 | |
| / | 53352 | |
| s | 35568 | 9.1% |
| n | 35568 | 9.1% |
| o | 35568 | 9.1% |
| p | 17784 | 4.5% |
| h | 17784 | 4.5% |
| : | 17784 | 4.5% |
| m | 17784 | 4.5% |
| e | 17784 | 4.5% |
| Other values (5) | 88920 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 391248 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| t | 53352 | |
| / | 53352 | |
| s | 35568 | 9.1% |
| n | 35568 | 9.1% |
| o | 35568 | 9.1% |
| p | 17784 | 4.5% |
| h | 17784 | 4.5% |
| : | 17784 | 4.5% |
| m | 17784 | 4.5% |
| e | 17784 | 4.5% |
| Other values (5) | 88920 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 391248 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| t | 53352 | |
| / | 53352 | |
| s | 35568 | 9.1% |
| n | 35568 | 9.1% |
| o | 35568 | 9.1% |
| p | 17784 | 4.5% |
| h | 17784 | 4.5% |
| : | 17784 | 4.5% |
| m | 17784 | 4.5% |
| e | 17784 | 4.5% |
| Other values (5) | 88920 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 391248 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| t | 53352 | |
| / | 53352 | |
| s | 35568 | 9.1% |
| n | 35568 | 9.1% |
| o | 35568 | 9.1% |
| p | 17784 | 4.5% |
| h | 17784 | 4.5% |
| : | 17784 | 4.5% |
| m | 17784 | 4.5% |
| e | 17784 | 4.5% |
| Other values (5) | 88920 |
snomed_code
Real number (ℝ)
| Distinct | 225 |
|---|---|
| Distinct (%) | 1.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.1105263 × 1013 |
| Minimum | 3802001 |
|---|---|
| Maximum | 4.56191 × 1014 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 139.1 KiB |
Quantile statistics
| Minimum | 3802001 |
|---|---|
| 5-th percentile | 34043003 |
| Q1 | 1.7120701 × 108 |
| median | 2.6576401 × 108 |
| Q3 | 7.10824 × 108 |
| 95-th percentile | 1.269321 × 109 |
| Maximum | 4.56191 × 1014 |
| Range | 4.56191 × 1014 |
| Interquartile range (IQR) | 5.39617 × 108 |
Descriptive statistics
| Standard deviation | 9.3196526 × 1013 |
|---|---|
| Coefficient of variation (CV) | 4.4157955 |
| Kurtosis | 15.591326 |
| Mean | 2.1105263 × 1013 |
| Median Absolute Deviation (MAD) | 1.62067 × 108 |
| Skewness | 4.1924231 |
| Sum | 3.75336 × 1017 |
| Variance | 8.6855925 × 1027 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 171207006 | 1817 | 10.2% |
| 265764009 | 1745 | 9.8% |
| 710824005 | 1093 | 6.1% |
| 430193006 | 788 | 4.4% |
| 4.282110001 × 1014 | 738 | 4.1% |
| 103697008 | 683 | 3.8% |
| 34043003 | 678 | 3.8% |
| 243085009 | 650 | 3.7% |
| 1260009003 | 645 | 3.6% |
| 1260010008 | 645 | 3.6% |
| Other values (215) | 8302 |
| Value | Count | Frequency (%) |
| 3802001 | 125 | |
| 5880005 | 84 | |
| 10383002 | 9 | 0.1% |
| 11466000 | 6 | < 0.1% |
| 14736009 | 7 | < 0.1% |
| 14768001 | 12 | 0.1% |
| 15081005 | 6 | < 0.1% |
| 18946005 | 8 | < 0.1% |
| 19589009 | 3 | < 0.1% |
| 22523008 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 4.561910001 × 1014 | 130 | 0.7% |
| 4.282110001 × 1014 | 738 | |
| 1.571000087 × 1012 | 3 | < 0.1% |
| 1290459008 | 6 | < 0.1% |
| 1290407002 | 3 | < 0.1% |
| 1269321004 | 26 | 0.1% |
| 1263416007 | 8 | < 0.1% |
| 1260010008 | 645 | |
| 1260009003 | 645 | |
| 1259293006 | 55 | 0.3% |
| Distinct | 225 |
|---|---|
| Distinct (%) | 1.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 139.1 KiB |
Length
| Max length | 163 |
|---|---|
| Median length | 93 |
| Mean length | 44.592949 |
| Min length | 10 |
Unique
| Unique | 46 ? |
|---|---|
| Unique (%) | 0.3% |
Sample
| 1st row | Plain X-ray of pelvis (procedure) |
|---|---|
| 2nd row | Admission to orthopedic department (procedure) |
| 3rd row | Medication reconciliation (procedure) |
| 4th row | Assessment of health and social care needs (procedure) |
| 5th row | Assessment of anxiety (procedure) |
| Value | Count | Frequency (%) |
| procedure | 16900 | 17.6% |
| of | 5954 | 6.2% |
| dental | 4496 | 4.7% |
| and | 3337 | 3.5% |
| assessment | 3183 | 3.3% |
| screening | 2817 | 2.9% |
| care | 2817 | 2.9% |
| using | 2154 | 2.2% |
| depression | 1941 | 2.0% |
| health | 1883 | 2.0% |
| Other values (447) | 50512 |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 98361 | 12.4% |
| 79474 | 10.0% | |
| r | 63091 | 8.0% |
| n | 47675 | 6.0% |
| a | 46942 | 5.9% |
| o | 46924 | 5.9% |
| s | 41822 | 5.3% |
| i | 40953 | 5.2% |
| t | 39463 | 5.0% |
| c | 36733 | 4.6% |
| Other values (45) | 251603 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 793041 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| e | 98361 | 12.4% |
| 79474 | 10.0% | |
| r | 63091 | 8.0% |
| n | 47675 | 6.0% |
| a | 46942 | 5.9% |
| o | 46924 | 5.9% |
| s | 41822 | 5.3% |
| i | 40953 | 5.2% |
| t | 39463 | 5.0% |
| c | 36733 | 4.6% |
| Other values (45) | 251603 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 793041 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| e | 98361 | 12.4% |
| 79474 | 10.0% | |
| r | 63091 | 8.0% |
| n | 47675 | 6.0% |
| a | 46942 | 5.9% |
| o | 46924 | 5.9% |
| s | 41822 | 5.3% |
| i | 40953 | 5.2% |
| t | 39463 | 5.0% |
| c | 36733 | 4.6% |
| Other values (45) | 251603 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 793041 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| e | 98361 | 12.4% |
| 79474 | 10.0% | |
| r | 63091 | 8.0% |
| n | 47675 | 6.0% |
| a | 46942 | 5.9% |
| o | 46924 | 5.9% |
| s | 41822 | 5.3% |
| i | 40953 | 5.2% |
| t | 39463 | 5.0% |
| c | 36733 | 4.6% |
| Other values (45) | 251603 |
base_cost
Real number (ℝ)
| Distinct | 2333 |
|---|---|
| Distinct (%) | 13.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 879.00884 |
| Minimum | 0.32 |
|---|---|
| Maximum | 32811.41 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 139.1 KiB |
Quantile statistics
| Minimum | 0.32 |
|---|---|
| 5-th percentile | 431.4 |
| Q1 | 431.4 |
| median | 431.4 |
| Q3 | 431.4 |
| 95-th percentile | 3260.472 |
| Maximum | 32811.41 |
| Range | 32811.09 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 1729.116 |
|---|---|
| Coefficient of variation (CV) | 1.9671202 |
| Kurtosis | 58.173311 |
| Mean | 879.00884 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 6.57852 |
| Sum | 15632293 |
| Variance | 2989842.2 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 431.4 | 12848 | |
| 450.32 | 707 | 4.0% |
| 862.8 | 397 | 2.2% |
| 215.7 | 330 | 1.9% |
| 2261.69 | 256 | 1.4% |
| 1705.48 | 232 | 1.3% |
| 3451.2 | 111 | 0.6% |
| 9046.75 | 99 | 0.6% |
| 1108.27 | 84 | 0.5% |
| 25.88 | 70 | 0.4% |
| Other values (2323) | 2650 | 14.9% |
| Value | Count | Frequency (%) |
| 0.32 | 1 | < 0.1% |
| 0.44 | 1 | < 0.1% |
| 0.9 | 1 | < 0.1% |
| 0.92 | 1 | < 0.1% |
| 1.15 | 1 | < 0.1% |
| 2.09 | 1 | < 0.1% |
| 2.25 | 1 | < 0.1% |
| 2.39 | 1 | < 0.1% |
| 4.96 | 2 | < 0.1% |
| 25.88 | 70 |
| Value | Count | Frequency (%) |
| 32811.41 | 1 | < 0.1% |
| 32592.18 | 1 | < 0.1% |
| 29161.5 | 1 | < 0.1% |
| 20647.87 | 2 | < 0.1% |
| 20484.38 | 7 | |
| 20211.6 | 4 | |
| 19825.4 | 1 | < 0.1% |
| 19154.79 | 1 | < 0.1% |
| 18823.5 | 1 | < 0.1% |
| 18802.78 | 1 | < 0.1% |
| Distinct | 60 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 139.1 KiB |
Length
| Max length | 17 |
|---|---|
| Median length | 11 |
| Mean length | 8.7598403 |
| Min length | 7 |
Unique
| Unique | 7 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | Unknown |
|---|---|
| 2nd row | 359817006.0 |
| 3rd row | Unknown |
| 4th row | Unknown |
| 5th row | Unknown |
| Value | Count | Frequency (%) |
| unknown | 8645 | |
| 66383009.0 | 2384 | 13.4% |
| 103697008.0 | 2093 | 11.8% |
| 72892002.0 | 1696 | 9.5% |
| 431857002.0 | 1032 | 5.8% |
| 46177005.0 | 578 | 3.3% |
| 18718003.0 | 279 | 1.6% |
| 254837009.0 | 169 | 1.0% |
| 39898005.0 | 97 | 0.5% |
| 427898007.0 | 84 | 0.5% |
| Other values (50) | 727 | 4.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 30030 | |
| n | 25935 | |
| . | 9139 | 5.9% |
| 3 | 8872 | 5.7% |
| 8 | 8714 | 5.6% |
| k | 8645 | 5.5% |
| o | 8645 | 5.5% |
| U | 8645 | 5.5% |
| w | 8645 | 5.5% |
| 6 | 8007 | 5.1% |
| Other values (6) | 30508 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 155785 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 30030 | |
| n | 25935 | |
| . | 9139 | 5.9% |
| 3 | 8872 | 5.7% |
| 8 | 8714 | 5.6% |
| k | 8645 | 5.5% |
| o | 8645 | 5.5% |
| U | 8645 | 5.5% |
| w | 8645 | 5.5% |
| 6 | 8007 | 5.1% |
| Other values (6) | 30508 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 155785 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 30030 | |
| n | 25935 | |
| . | 9139 | 5.9% |
| 3 | 8872 | 5.7% |
| 8 | 8714 | 5.6% |
| k | 8645 | 5.5% |
| o | 8645 | 5.5% |
| U | 8645 | 5.5% |
| w | 8645 | 5.5% |
| 6 | 8007 | 5.1% |
| Other values (6) | 30508 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 155785 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 30030 | |
| n | 25935 | |
| . | 9139 | 5.9% |
| 3 | 8872 | 5.7% |
| 8 | 8714 | 5.6% |
| k | 8645 | 5.5% |
| o | 8645 | 5.5% |
| U | 8645 | 5.5% |
| w | 8645 | 5.5% |
| 6 | 8007 | 5.1% |
| Other values (6) | 30508 |
| Distinct | 60 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 139.1 KiB |
Length
| Max length | 78 |
|---|---|
| Median length | 70 |
| Mean length | 19.861673 |
| Min length | 7 |
Unique
| Unique | 7 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | Unknown |
|---|---|
| 2nd row | Closed fracture of hip (disorder) |
| 3rd row | Unknown |
| 4th row | Unknown |
| 5th row | Unknown |
| Value | Count | Frequency (%) |
| unknown | 8645 | |
| disorder | 5262 | 11.7% |
| gingivitis | 2384 | 5.3% |
| dental | 2220 | 4.9% |
| procedure | 2093 | 4.6% |
| for | 2093 | 4.6% |
| referral | 2093 | 4.6% |
| patient | 2093 | 4.6% |
| care | 2093 | 4.6% |
| disease | 1912 | 4.2% |
| Other values (121) | 14150 |
Most occurring characters
| Value | Count | Frequency (%) |
| n | 44968 | |
| r | 31467 | 8.9% |
| e | 30660 | 8.7% |
| 27254 | 7.7% | |
| i | 26810 | 7.6% |
| o | 22711 | 6.4% |
| d | 20506 | 5.8% |
| a | 18281 | 5.2% |
| s | 14362 | 4.1% |
| t | 12608 | 3.6% |
| Other values (41) | 103593 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 353220 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| n | 44968 | |
| r | 31467 | 8.9% |
| e | 30660 | 8.7% |
| 27254 | 7.7% | |
| i | 26810 | 7.6% |
| o | 22711 | 6.4% |
| d | 20506 | 5.8% |
| a | 18281 | 5.2% |
| s | 14362 | 4.1% |
| t | 12608 | 3.6% |
| Other values (41) | 103593 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 353220 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| n | 44968 | |
| r | 31467 | 8.9% |
| e | 30660 | 8.7% |
| 27254 | 7.7% | |
| i | 26810 | 7.6% |
| o | 22711 | 6.4% |
| d | 20506 | 5.8% |
| a | 18281 | 5.2% |
| s | 14362 | 4.1% |
| t | 12608 | 3.6% |
| Other values (41) | 103593 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 353220 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| n | 44968 | |
| r | 31467 | 8.9% |
| e | 30660 | 8.7% |
| 27254 | 7.7% | |
| i | 26810 | 7.6% |
| o | 22711 | 6.4% |
| d | 20506 | 5.8% |
| a | 18281 | 5.2% |
| s | 14362 | 4.1% |
| t | 12608 | 3.6% |
| Other values (41) | 103593 |
length_of_procedure_in_hours
Real number (ℝ)
Skewed 
| Distinct | 3334 |
|---|---|
| Distinct (%) | 18.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.69234491 |
| Minimum | 0.036111111 |
|---|---|
| Maximum | 134 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 139.1 KiB |
Quantile statistics
| Minimum | 0.036111111 |
|---|---|
| 5-th percentile | 0.17111111 |
| Q1 | 0.25 |
| median | 0.39833333 |
| Q3 | 0.63055556 |
| 95-th percentile | 3 |
| Maximum | 134 |
| Range | 133.96389 |
| Interquartile range (IQR) | 0.38055556 |
Descriptive statistics
| Standard deviation | 1.5688371 |
|---|---|
| Coefficient of variation (CV) | 2.2659762 |
| Kurtosis | 3805.1 |
| Mean | 0.69234491 |
| Median Absolute Deviation (MAD) | 0.14833333 |
| Skewness | 50.363324 |
| Sum | 12312.662 |
| Variance | 2.4612497 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.25 | 3203 | 18.0% |
| 0.5 | 408 | 2.3% |
| 0.08333333333 | 153 | 0.9% |
| 0.1666666667 | 95 | 0.5% |
| 1 | 41 | 0.2% |
| 3.05 | 25 | 0.1% |
| 2.433333333 | 24 | 0.1% |
| 3.266666667 | 22 | 0.1% |
| 3.233333333 | 22 | 0.1% |
| 2.733333333 | 21 | 0.1% |
| Other values (3324) | 13770 |
| Value | Count | Frequency (%) |
| 0.03611111111 | 1 | < 0.1% |
| 0.05055555556 | 1 | < 0.1% |
| 0.07166666667 | 1 | < 0.1% |
| 0.08333333333 | 153 | |
| 0.08361111111 | 3 | < 0.1% |
| 0.08388888889 | 1 | < 0.1% |
| 0.08416666667 | 3 | < 0.1% |
| 0.08444444444 | 1 | < 0.1% |
| 0.085 | 3 | < 0.1% |
| 0.08527777778 | 3 | < 0.1% |
| Value | Count | Frequency (%) |
| 134 | 1 | < 0.1% |
| 98 | 1 | < 0.1% |
| 37 | 1 | < 0.1% |
| 34 | 1 | < 0.1% |
| 30 | 1 | < 0.1% |
| 28 | 1 | < 0.1% |
| 24 | 1 | < 0.1% |
| 5.916666667 | 1 | < 0.1% |
| 4.35 | 1 | < 0.1% |
| 3.983333333 | 11 |
birthdate
Date
| Distinct | 100 |
|---|---|
| Distinct (%) | 0.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 139.1 KiB |
| Minimum | 1914-03-03 00:00:00 |
|---|---|
| Maximum | 2023-03-01 00:00:00 |
marital
Categorical
High correlation 
| Distinct | 5 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 139.1 KiB |
| M | |
|---|---|
| Unknown | |
| D | |
| S | |
| W | 523 |
Length
| Max length | 7 |
|---|---|
| Median length | 1 |
| Mean length | 2.1815115 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | M |
|---|---|
| 2nd row | M |
| 3rd row | M |
| 4th row | M |
| 5th row | M |
Common Values
| Value | Count | Frequency (%) |
| M | 9369 | |
| Unknown | 3502 | 19.7% |
| D | 2670 | 15.0% |
| S | 1720 | 9.7% |
| W | 523 | 2.9% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| m | 9369 | |
| unknown | 3502 | 19.7% |
| d | 2670 | 15.0% |
| s | 1720 | 9.7% |
| w | 523 | 2.9% |
Most occurring characters
| Value | Count | Frequency (%) |
| n | 10506 | |
| M | 9369 | |
| U | 3502 | 9.0% |
| k | 3502 | 9.0% |
| o | 3502 | 9.0% |
| w | 3502 | 9.0% |
| D | 2670 | 6.9% |
| S | 1720 | 4.4% |
| W | 523 | 1.3% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 38796 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| n | 10506 | |
| M | 9369 | |
| U | 3502 | 9.0% |
| k | 3502 | 9.0% |
| o | 3502 | 9.0% |
| w | 3502 | 9.0% |
| D | 2670 | 6.9% |
| S | 1720 | 4.4% |
| W | 523 | 1.3% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 38796 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| n | 10506 | |
| M | 9369 | |
| U | 3502 | 9.0% |
| k | 3502 | 9.0% |
| o | 3502 | 9.0% |
| w | 3502 | 9.0% |
| D | 2670 | 6.9% |
| S | 1720 | 4.4% |
| W | 523 | 1.3% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 38796 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| n | 10506 | |
| M | 9369 | |
| U | 3502 | 9.0% |
| k | 3502 | 9.0% |
| o | 3502 | 9.0% |
| w | 3502 | 9.0% |
| D | 2670 | 6.9% |
| S | 1720 | 4.4% |
| W | 523 | 1.3% |
race
Categorical
| Distinct | 5 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 139.1 KiB |
| white | |
|---|---|
| asian | |
| other | 1169 |
| black | 791 |
| native | 78 |
Length
| Max length | 6 |
|---|---|
| Median length | 5 |
| Mean length | 5.004386 |
| Min length | 5 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | white |
|---|---|
| 2nd row | white |
| 3rd row | white |
| 4th row | white |
| 5th row | white |
Common Values
| Value | Count | Frequency (%) |
| white | 13551 | |
| asian | 2195 | 12.3% |
| other | 1169 | 6.6% |
| black | 791 | 4.4% |
| native | 78 | 0.4% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| white | 13551 | |
| asian | 2195 | 12.3% |
| other | 1169 | 6.6% |
| black | 791 | 4.4% |
| native | 78 | 0.4% |
Most occurring characters
| Value | Count | Frequency (%) |
| i | 15824 | |
| e | 14798 | |
| t | 14798 | |
| h | 14720 | |
| w | 13551 | |
| a | 5259 | 5.9% |
| n | 2273 | 2.6% |
| s | 2195 | 2.5% |
| o | 1169 | 1.3% |
| r | 1169 | 1.3% |
| Other values (5) | 3242 | 3.6% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 88998 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| i | 15824 | |
| e | 14798 | |
| t | 14798 | |
| h | 14720 | |
| w | 13551 | |
| a | 5259 | 5.9% |
| n | 2273 | 2.6% |
| s | 2195 | 2.5% |
| o | 1169 | 1.3% |
| r | 1169 | 1.3% |
| Other values (5) | 3242 | 3.6% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 88998 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| i | 15824 | |
| e | 14798 | |
| t | 14798 | |
| h | 14720 | |
| w | 13551 | |
| a | 5259 | 5.9% |
| n | 2273 | 2.6% |
| s | 2195 | 2.5% |
| o | 1169 | 1.3% |
| r | 1169 | 1.3% |
| Other values (5) | 3242 | 3.6% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 88998 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| i | 15824 | |
| e | 14798 | |
| t | 14798 | |
| h | 14720 | |
| w | 13551 | |
| a | 5259 | 5.9% |
| n | 2273 | 2.6% |
| s | 2195 | 2.5% |
| o | 1169 | 1.3% |
| r | 1169 | 1.3% |
| Other values (5) | 3242 | 3.6% |
ethnicity
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 139.1 KiB |
| nonhispanic | |
|---|---|
| hispanic |
Length
| Max length | 11 |
|---|---|
| Median length | 11 |
| Mean length | 10.66886 |
| Min length | 8 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | nonhispanic |
|---|---|
| 2nd row | nonhispanic |
| 3rd row | nonhispanic |
| 4th row | nonhispanic |
| 5th row | nonhispanic |
Common Values
| Value | Count | Frequency (%) |
| nonhispanic | 15821 | |
| hispanic | 1963 | 11.0% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| nonhispanic | 15821 | |
| hispanic | 1963 | 11.0% |
Most occurring characters
| Value | Count | Frequency (%) |
| n | 49426 | |
| i | 35568 | |
| h | 17784 | 9.4% |
| s | 17784 | 9.4% |
| a | 17784 | 9.4% |
| p | 17784 | 9.4% |
| c | 17784 | 9.4% |
| o | 15821 | 8.3% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 189735 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| n | 49426 | |
| i | 35568 | |
| h | 17784 | 9.4% |
| s | 17784 | 9.4% |
| a | 17784 | 9.4% |
| p | 17784 | 9.4% |
| c | 17784 | 9.4% |
| o | 15821 | 8.3% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 189735 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| n | 49426 | |
| i | 35568 | |
| h | 17784 | 9.4% |
| s | 17784 | 9.4% |
| a | 17784 | 9.4% |
| p | 17784 | 9.4% |
| c | 17784 | 9.4% |
| o | 15821 | 8.3% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 189735 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| n | 49426 | |
| i | 35568 | |
| h | 17784 | 9.4% |
| s | 17784 | 9.4% |
| a | 17784 | 9.4% |
| p | 17784 | 9.4% |
| c | 17784 | 9.4% |
| o | 15821 | 8.3% |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | M |
|---|---|
| 2nd row | M |
| 3rd row | M |
| 4th row | M |
| 5th row | M |
Common Values
| Value | Count | Frequency (%) |
| F | 9437 | |
| M | 8347 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| f | 9437 | |
| m | 8347 |
Most occurring characters
| Value | Count | Frequency (%) |
| F | 9437 | |
| M | 8347 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 17784 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| F | 9437 | |
| M | 8347 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 17784 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| F | 9437 | |
| M | 8347 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 17784 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| F | 9437 | |
| M | 8347 |
income
Real number (ℝ)
High correlation 
| Distinct | 100 |
|---|---|
| Distinct (%) | 0.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 104532.45 |
| Minimum | 7361 |
|---|---|
| Maximum | 816851 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 139.1 KiB |
Quantile statistics
| Minimum | 7361 |
|---|---|
| 5-th percentile | 16969 |
| Q1 | 49737 |
| median | 86384 |
| Q3 | 118047 |
| 95-th percentile | 189277 |
| Maximum | 816851 |
| Range | 809490 |
| Interquartile range (IQR) | 68310 |
Descriptive statistics
| Standard deviation | 116932.58 |
|---|---|
| Coefficient of variation (CV) | 1.1186247 |
| Kurtosis | 22.04659 |
| Mean | 104532.45 |
| Median Absolute Deviation (MAD) | 31663 |
| Skewness | 4.4189992 |
| Sum | 1.8590051 × 109 |
| Variance | 1.3673228 × 1010 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 92537 | 1323 | 7.4% |
| 82922 | 1195 | 6.7% |
| 90297 | 1107 | 6.2% |
| 118047 | 1105 | 6.2% |
| 189277 | 946 | 5.3% |
| 35860 | 871 | 4.9% |
| 63727 | 499 | 2.8% |
| 72413 | 487 | 2.7% |
| 95344 | 396 | 2.2% |
| 179090 | 321 | 1.8% |
| Other values (90) | 9534 |
| Value | Count | Frequency (%) |
| 7361 | 237 | |
| 7873 | 70 | 0.4% |
| 8615 | 95 | |
| 8752 | 162 | |
| 10135 | 6 | < 0.1% |
| 10682 | 89 | 0.5% |
| 12128 | 131 | |
| 16969 | 183 | |
| 17382 | 105 | |
| 18258 | 119 |
| Value | Count | Frequency (%) |
| 816851 | 126 | 0.7% |
| 762068 | 67 | 0.4% |
| 742063 | 206 | 1.2% |
| 550030 | 99 | 0.6% |
| 545255 | 2 | < 0.1% |
| 198522 | 106 | 0.6% |
| 198442 | 150 | 0.8% |
| 189277 | 946 | |
| 188023 | 122 | 0.7% |
| 179090 | 321 | 1.8% |
income_category
Categorical
High correlation 
| Distinct | 3 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 139.1 KiB |
| high-income | |
|---|---|
| medium-income | |
| low-income |
Length
| Max length | 13 |
|---|---|
| Median length | 11 |
| Mean length | 11.274966 |
| Min length | 10 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | high-income |
|---|---|
| 2nd row | high-income |
| 3rd row | high-income |
| 4th row | high-income |
| 5th row | high-income |
Common Values
| Value | Count | Frequency (%) |
| high-income | 8805 | |
| medium-income | 4623 | |
| low-income | 4356 |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| high-income | 8805 | |
| medium-income | 4623 | |
| low-income | 4356 |
Most occurring characters
| Value | Count | Frequency (%) |
| i | 31212 | |
| m | 27030 | |
| e | 22407 | |
| o | 22140 | |
| n | 17784 | |
| - | 17784 | |
| c | 17784 | |
| h | 17610 | |
| g | 8805 | 4.4% |
| d | 4623 | 2.3% |
| Other values (3) | 13335 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 200514 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| i | 31212 | |
| m | 27030 | |
| e | 22407 | |
| o | 22140 | |
| n | 17784 | |
| - | 17784 | |
| c | 17784 | |
| h | 17610 | |
| g | 8805 | 4.4% |
| d | 4623 | 2.3% |
| Other values (3) | 13335 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 200514 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| i | 31212 | |
| m | 27030 | |
| e | 22407 | |
| o | 22140 | |
| n | 17784 | |
| - | 17784 | |
| c | 17784 | |
| h | 17610 | |
| g | 8805 | 4.4% |
| d | 4623 | 2.3% |
| Other values (3) | 13335 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 200514 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| i | 31212 | |
| m | 27030 | |
| e | 22407 | |
| o | 22140 | |
| n | 17784 | |
| - | 17784 | |
| c | 17784 | |
| h | 17610 | |
| g | 8805 | 4.4% |
| d | 4623 | 2.3% |
| Other values (3) | 13335 |
age_of_patient
Real number (ℝ)
High correlation 
| Distinct | 4243 |
|---|---|
| Distinct (%) | 23.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 48.380178 |
| Minimum | 0 |
|---|---|
| Maximum | 110.04384 |
| Zeros | 5 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 139.1 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 10.049315 |
| Q1 | 30.876712 |
| median | 51.090411 |
| Q3 | 65.569863 |
| 95-th percentile | 80.161096 |
| Maximum | 110.04384 |
| Range | 110.04384 |
| Interquartile range (IQR) | 34.693151 |
Descriptive statistics
| Standard deviation | 22.903156 |
|---|---|
| Coefficient of variation (CV) | 0.47339958 |
| Kurtosis | -0.78133396 |
| Mean | 48.380178 |
| Median Absolute Deviation (MAD) | 16.991781 |
| Skewness | -0.1300737 |
| Sum | 860393.08 |
| Variance | 524.55455 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 11.06575342 | 109 | 0.6% |
| 10.04931507 | 100 | 0.6% |
| 12.0630137 | 100 | 0.6% |
| 14.09589041 | 90 | 0.5% |
| 15.11232877 | 88 | 0.5% |
| 13.07945205 | 88 | 0.5% |
| 8.016438356 | 79 | 0.4% |
| 16.12876712 | 73 | 0.4% |
| 19.17808219 | 71 | 0.4% |
| 59.18356164 | 69 | 0.4% |
| Other values (4233) | 16917 |
| Value | Count | Frequency (%) |
| 0 | 5 | |
| 0.09589041096 | 6 | |
| 0.2684931507 | 5 | |
| 0.4410958904 | 3 | < 0.1% |
| 0.6904109589 | 8 | |
| 0.8849315068 | 2 | < 0.1% |
| 0.898630137 | 2 | < 0.1% |
| 0.9095890411 | 1 | < 0.1% |
| 0.9397260274 | 8 | |
| 0.9589041096 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 110.0438356 | 13 | |
| 110.0054795 | 8 | |
| 108.9890411 | 4 | < 0.1% |
| 108.0109589 | 8 | |
| 107.9726027 | 3 | < 0.1% |
| 107.709589 | 2 | < 0.1% |
| 107.7068493 | 2 | < 0.1% |
| 107.7041096 | 1 | < 0.1% |
| 107.7013699 | 1 | < 0.1% |
| 107.6986301 | 2 | < 0.1% |
age_category
Categorical
High correlation 
| Distinct | 3 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 139.1 KiB |
| adult | |
|---|---|
| senior | |
| children |
Length
| Max length | 8 |
|---|---|
| Median length | 5 |
| Mean length | 5.6351215 |
| Min length | 5 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | adult |
|---|---|
| 2nd row | adult |
| 3rd row | adult |
| 4th row | adult |
| 5th row | adult |
Common Values
| Value | Count | Frequency (%) |
| adult | 10821 | |
| senior | 4797 | |
| children | 2166 | 12.2% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| adult | 10821 | |
| senior | 4797 | |
| children | 2166 | 12.2% |
Most occurring characters
| Value | Count | Frequency (%) |
| d | 12987 | |
| l | 12987 | |
| a | 10821 | |
| u | 10821 | |
| t | 10821 | |
| e | 6963 | |
| n | 6963 | |
| i | 6963 | |
| r | 6963 | |
| s | 4797 | 4.8% |
| Other values (3) | 9129 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 100215 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| d | 12987 | |
| l | 12987 | |
| a | 10821 | |
| u | 10821 | |
| t | 10821 | |
| e | 6963 | |
| n | 6963 | |
| i | 6963 | |
| r | 6963 | |
| s | 4797 | 4.8% |
| Other values (3) | 9129 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 100215 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| d | 12987 | |
| l | 12987 | |
| a | 10821 | |
| u | 10821 | |
| t | 10821 | |
| e | 6963 | |
| n | 6963 | |
| i | 6963 | |
| r | 6963 | |
| s | 4797 | 4.8% |
| Other values (3) | 9129 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 100215 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| d | 12987 | |
| l | 12987 | |
| a | 10821 | |
| u | 10821 | |
| t | 10821 | |
| e | 6963 | |
| n | 6963 | |
| i | 6963 | |
| r | 6963 | |
| s | 4797 | 4.8% |
| Other values (3) | 9129 |
Interactions
Correlations
| age_category | age_of_patient | base_cost | ethnicity | gender | income | income_category | length_of_procedure_in_hours | marital | race | snomed_code | |
|---|---|---|---|---|---|---|---|---|---|---|---|
| age_category | 1.000 | 0.886 | 0.095 | 0.202 | 0.165 | 0.266 | 0.177 | 0.000 | 0.568 | 0.310 | 0.442 |
| age_of_patient | 0.886 | 1.000 | -0.019 | 0.314 | 0.400 | 0.177 | 0.335 | 0.212 | 0.528 | 0.441 | 0.096 |
| base_cost | 0.095 | -0.019 | 1.000 | 0.075 | 0.143 | 0.089 | 0.031 | 0.150 | 0.054 | 0.032 | -0.195 |
| ethnicity | 0.202 | 0.314 | 0.075 | 1.000 | 0.163 | 0.245 | 0.037 | 0.017 | 0.158 | 0.174 | 0.255 |
| gender | 0.165 | 0.400 | 0.143 | 0.163 | 1.000 | 0.363 | 0.181 | 0.000 | 0.258 | 0.409 | 0.353 |
| income | 0.266 | 0.177 | 0.089 | 0.245 | 0.363 | 1.000 | 0.707 | 0.075 | 0.172 | 0.239 | -0.000 |
| income_category | 0.177 | 0.335 | 0.031 | 0.037 | 0.181 | 0.707 | 1.000 | 0.000 | 0.225 | 0.244 | 0.206 |
| length_of_procedure_in_hours | 0.000 | 0.212 | 0.150 | 0.017 | 0.000 | 0.075 | 0.000 | 1.000 | 0.005 | 0.000 | 0.122 |
| marital | 0.568 | 0.528 | 0.054 | 0.158 | 0.258 | 0.172 | 0.225 | 0.005 | 1.000 | 0.260 | 0.251 |
| race | 0.310 | 0.441 | 0.032 | 0.174 | 0.409 | 0.239 | 0.244 | 0.000 | 0.260 | 1.000 | 0.190 |
| snomed_code | 0.442 | 0.096 | -0.195 | 0.255 | 0.353 | -0.000 | 0.206 | 0.122 | 0.251 | 0.190 | 1.000 |
Missing values
Sample
| start_time | stop_time | patient_id | encounter_id | system | snomed_code | procedure_description | base_cost | reason_code_for_procedure | reason_description_for_procedure | length_of_procedure_in_hours | birthdate | marital | race | ethnicity | gender | income | income_category | age_of_patient | age_category | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 2015-09-28 09:04:48 | 2015-09-28 09:34:48 | 30a6452c-4297-a1ac-977a-6a23237c7b46 | 953c5138-ce17-4084-3432-1ac23f184528 | http://snomed.info/sct | 713021002 | Plain X-ray of pelvis (procedure) | 431.4 | Unknown | Unknown | 0.500000 | 1994-02-06 | M | white | nonhispanic | M | 100511 | high-income | 21.654795 | adult |
| 1 | 2015-09-28 09:04:48 | 2015-09-28 11:02:48 | 30a6452c-4297-a1ac-977a-6a23237c7b46 | 953c5138-ce17-4084-3432-1ac23f184528 | http://snomed.info/sct | 305428000 | Admission to orthopedic department (procedure) | 431.4 | 359817006.0 | Closed fracture of hip (disorder) | 1.966667 | 1994-02-06 | M | white | nonhispanic | M | 100511 | high-income | 21.654795 | adult |
| 2 | 2016-04-10 09:04:48 | 2016-04-10 09:19:48 | 30a6452c-4297-a1ac-977a-6a23237c7b46 | 0b03e41b-06a6-66fa-b972-acc5a83b134a | http://snomed.info/sct | 430193006 | Medication reconciliation (procedure) | 852.4 | Unknown | Unknown | 0.250000 | 1994-02-06 | M | white | nonhispanic | M | 100511 | high-income | 22.189041 | adult |
| 3 | 2016-04-10 09:04:48 | 2016-04-10 10:00:45 | 30a6452c-4297-a1ac-977a-6a23237c7b46 | 0b03e41b-06a6-66fa-b972-acc5a83b134a | http://snomed.info/sct | 710824005 | Assessment of health and social care needs (procedure) | 431.4 | Unknown | Unknown | 0.932500 | 1994-02-06 | M | white | nonhispanic | M | 100511 | high-income | 22.189041 | adult |
| 4 | 2016-04-10 10:00:45 | 2016-04-10 10:22:03 | 30a6452c-4297-a1ac-977a-6a23237c7b46 | 0b03e41b-06a6-66fa-b972-acc5a83b134a | http://snomed.info/sct | 710841007 | Assessment of anxiety (procedure) | 431.4 | Unknown | Unknown | 0.355000 | 1994-02-06 | M | white | nonhispanic | M | 100511 | high-income | 22.189041 | adult |
| 5 | 2016-04-10 10:22:03 | 2016-04-10 10:57:35 | 30a6452c-4297-a1ac-977a-6a23237c7b46 | 0b03e41b-06a6-66fa-b972-acc5a83b134a | http://snomed.info/sct | 866148006 | Screening for domestic abuse (procedure) | 431.4 | Unknown | Unknown | 0.592222 | 1994-02-06 | M | white | nonhispanic | M | 100511 | high-income | 22.189041 | adult |
| 6 | 2016-04-10 10:57:35 | 2016-04-10 11:12:09 | 30a6452c-4297-a1ac-977a-6a23237c7b46 | 0b03e41b-06a6-66fa-b972-acc5a83b134a | http://snomed.info/sct | 171207006 | Depression screening (procedure) | 431.4 | Unknown | Unknown | 0.242778 | 1994-02-06 | M | white | nonhispanic | M | 100511 | high-income | 22.189041 | adult |
| 7 | 2016-04-10 11:12:09 | 2016-04-10 11:33:02 | 30a6452c-4297-a1ac-977a-6a23237c7b46 | 0b03e41b-06a6-66fa-b972-acc5a83b134a | http://snomed.info/sct | 171207006 | Depression screening (procedure) | 431.4 | Unknown | Unknown | 0.348056 | 1994-02-06 | M | white | nonhispanic | M | 100511 | high-income | 22.189041 | adult |
| 8 | 2016-04-10 11:33:02 | 2016-04-10 11:46:15 | 30a6452c-4297-a1ac-977a-6a23237c7b46 | 0b03e41b-06a6-66fa-b972-acc5a83b134a | http://snomed.info/sct | 428211000124100 | Assessment of substance use (procedure) | 431.4 | Unknown | Unknown | 0.220278 | 1994-02-06 | M | white | nonhispanic | M | 100511 | high-income | 22.189041 | adult |
| 9 | 2016-04-10 11:46:15 | 2016-04-10 12:07:28 | 30a6452c-4297-a1ac-977a-6a23237c7b46 | 0b03e41b-06a6-66fa-b972-acc5a83b134a | http://snomed.info/sct | 713106006 | Screening for drug abuse (procedure) | 431.4 | Unknown | Unknown | 0.353611 | 1994-02-06 | M | white | nonhispanic | M | 100511 | high-income | 22.189041 | adult |
| start_time | stop_time | patient_id | encounter_id | system | snomed_code | procedure_description | base_cost | reason_code_for_procedure | reason_description_for_procedure | length_of_procedure_in_hours | birthdate | marital | race | ethnicity | gender | income | income_category | age_of_patient | age_category | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 17774 | 2024-09-26 09:58:21 | 2024-09-26 10:38:50 | f339a5f7-0b09-3072-2b01-7c8e8ca2c1fc | 8fb043ba-08be-2a3a-1011-c3019f2b7d07 | http://snomed.info/sct | 225362009 | Dental care (regime/therapy) | 431.4 | 66383009.0 | Gingivitis (disorder) | 0.674722 | 1951-11-22 | S | asian | nonhispanic | F | 92537 | high-income | 72.89589 | senior |
| 17775 | 2024-09-26 10:38:50 | 2024-09-26 11:25:53 | f339a5f7-0b09-3072-2b01-7c8e8ca2c1fc | 8fb043ba-08be-2a3a-1011-c3019f2b7d07 | http://snomed.info/sct | 1260009003 | Removal of supragingival plaque and calculus from all teeth using dental instrument (procedure) | 431.4 | 66383009.0 | Gingivitis (disorder) | 0.784167 | 1951-11-22 | S | asian | nonhispanic | F | 92537 | high-income | 72.89589 | senior |
| 17776 | 2024-09-26 11:25:53 | 2024-09-26 12:16:45 | f339a5f7-0b09-3072-2b01-7c8e8ca2c1fc | 8fb043ba-08be-2a3a-1011-c3019f2b7d07 | http://snomed.info/sct | 1260010008 | Removal of subgingival plaque and calculus from all teeth using dental instrument (procedure) | 431.4 | 66383009.0 | Gingivitis (disorder) | 0.847778 | 1951-11-22 | S | asian | nonhispanic | F | 92537 | high-income | 72.89589 | senior |
| 17777 | 2024-09-26 12:16:45 | 2024-09-26 12:46:45 | f339a5f7-0b09-3072-2b01-7c8e8ca2c1fc | 8fb043ba-08be-2a3a-1011-c3019f2b7d07 | http://snomed.info/sct | 241046008 | Dental plain X-ray bitewing (procedure) | 431.4 | Unknown | Unknown | 0.500000 | 1951-11-22 | S | asian | nonhispanic | F | 92537 | high-income | 72.89589 | senior |
| 17778 | 2024-09-26 12:16:45 | 2024-09-26 12:25:12 | f339a5f7-0b09-3072-2b01-7c8e8ca2c1fc | 8fb043ba-08be-2a3a-1011-c3019f2b7d07 | http://snomed.info/sct | 81733005 | Dental surgical procedure (procedure) | 431.4 | 427898007.0 | Infection of tooth (disorder) | 0.140833 | 1951-11-22 | S | asian | nonhispanic | F | 92537 | high-income | 72.89589 | senior |
| 17779 | 2024-09-26 12:25:12 | 2024-09-26 13:45:10 | f339a5f7-0b09-3072-2b01-7c8e8ca2c1fc | 8fb043ba-08be-2a3a-1011-c3019f2b7d07 | http://snomed.info/sct | 3802001 | Dental application of desensitizing medicament (procedure) | 431.4 | 427898007.0 | Infection of tooth (disorder) | 1.332778 | 1951-11-22 | S | asian | nonhispanic | F | 92537 | high-income | 72.89589 | senior |
| 17780 | 2024-09-26 13:45:10 | 2024-09-26 14:25:44 | f339a5f7-0b09-3072-2b01-7c8e8ca2c1fc | 8fb043ba-08be-2a3a-1011-c3019f2b7d07 | http://snomed.info/sct | 173291009 | Simple extraction of tooth (procedure) | 431.4 | 427898007.0 | Infection of tooth (disorder) | 0.676111 | 1951-11-22 | S | asian | nonhispanic | F | 92537 | high-income | 72.89589 | senior |
| 17781 | 2024-09-26 14:25:44 | 2024-09-26 15:34:23 | f339a5f7-0b09-3072-2b01-7c8e8ca2c1fc | 8fb043ba-08be-2a3a-1011-c3019f2b7d07 | http://snomed.info/sct | 456191000124101 | Postoperative care for dental procedure (regime/therapy) | 431.4 | Unknown | Unknown | 1.144167 | 1951-11-22 | S | asian | nonhispanic | F | 92537 | high-income | 72.89589 | senior |
| 17782 | 2024-09-26 15:34:23 | 2024-09-26 16:19:44 | f339a5f7-0b09-3072-2b01-7c8e8ca2c1fc | 8fb043ba-08be-2a3a-1011-c3019f2b7d07 | http://snomed.info/sct | 274788003 | Examination of gingivae (procedure) | 431.4 | 66383009.0 | Gingivitis (disorder) | 0.755833 | 1951-11-22 | S | asian | nonhispanic | F | 92537 | high-income | 72.89589 | senior |
| 17783 | 2024-09-26 16:19:44 | 2024-09-26 16:31:42 | f339a5f7-0b09-3072-2b01-7c8e8ca2c1fc | 8fb043ba-08be-2a3a-1011-c3019f2b7d07 | http://snomed.info/sct | 243085009 | Oral health education (procedure) | 431.4 | 66383009.0 | Gingivitis (disorder) | 0.199444 | 1951-11-22 | S | asian | nonhispanic | F | 92537 | high-income | 72.89589 | senior |